非對稱聯(lián)接神經(jīng)網(wǎng)絡(luò)的穩(wěn)定性和穩(wěn)定控制
STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS
-
摘要: 本文對連續(xù)競爭神經(jīng)網(wǎng)絡(luò)提出一種新的動態(tài)分析方法,得出一類聯(lián)想網(wǎng)絡(luò)穩(wěn)定的必要條件。根據(jù)這一穩(wěn)定性準則,給出了一類聯(lián)想神經(jīng)網(wǎng)絡(luò)的綜合方法。對于一般不穩(wěn)定網(wǎng)絡(luò),提出了網(wǎng)絡(luò)穩(wěn)定控制的方法。這種方法也為穩(wěn)定網(wǎng)絡(luò)的動態(tài)控制和優(yōu)化提供了一條新途徑。Abstract: A new method for analysing dynamics of continuous competitive neuralnetworks has been proposed, and the necessary convergence conditions for a class of associative networks has been obtained. Based on the stability criterion and the equations of equilibrium set of the network, synthesis of a class of associative neural networks has been given. The stability control model of asymmetric unstable networks has been suggested, which is also a valid way for optimization and dynamic control of the stable neural n...
-
J. J. Hopfield, Proc. Nail. lead. Sci. USA, 79(1982) 8. 2554-2558.[2]Michacl A. Cohen et al., IEEE Trans. on SMC, SMC-13(1983) 5, 815-826.[3]L. O. Chua et al., IEEE Trans. on CAS, CAS-35(1988) 10, 1257-1276.[4]A. N. Michel et al., IEEE Trans. on CAS, CAS-36(1989) 2, 229-243.[5]李正良,矩陣理論和代數(shù)基礎(chǔ),電子科技大學出版社,成都,1989年.[6]曾黃麟,電路與系統(tǒng)學報,2(1990)2,108-113.[7]曾黃麟,連續(xù)神經(jīng)網(wǎng)絡(luò)協(xié)同和自組織理論及綜合與應(yīng)用研究,電子科技大學博士論文,成都,1991年. -
計量
- 文章訪問數(shù): 1883
- HTML全文瀏覽量: 142
- PDF下載量: 494
- 被引次數(shù): 0